Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "20"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 20 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 119 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 116 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 20, Node N02:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459936 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.848880 -0.739433 4.461897 -1.021733 1.051715 0.809436 4.104647 -2.067586 0.7594 0.7639 0.2214 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.431787 -1.112452 2.994175 -0.876167 0.513858 -0.450504 0.776141 -0.911551 0.6444 0.6767 0.4035 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.594908 -1.149699 3.240656 -0.518869 0.335993 -1.024216 0.912294 -0.721109 0.6525 0.6865 0.4051 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.040063 -0.857824 3.459879 -0.483824 0.173575 -1.321815 0.457175 -1.187624 0.6542 0.6902 0.4096 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.153297 -1.197199 3.102255 -0.628915 0.811442 1.708255 2.313887 -0.765604 0.5798 0.6154 0.3486 nan nan
2459931 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.424512 -0.862913 3.811966 -0.630729 -0.949360 -0.835833 1.657958 -1.010027 0.6613 0.6930 0.3941 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.378363 -0.940943 3.186521 -0.670342 -0.711029 -0.212513 1.311100 0.132332 0.6612 0.6882 0.4004 nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.859231 -0.569970 1.852216 -1.467057 1.924924 -0.977573 2.543312 -1.189391 0.7700 0.7655 0.2195 nan nan
2459928 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.960449 -1.312909 3.395137 -1.420583 3.200063 -0.376681 1.440048 -0.900752 0.5761 0.6007 0.3414 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.044582 -1.413588 3.175717 -1.953751 2.220437 -1.282780 3.376355 -1.411508 0.7633 0.7830 0.2317 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.000934 -0.735894 3.820897 -1.753369 3.336328 -1.080353 3.380548 -1.670689 0.7486 0.7539 0.2461 nan nan
2459924 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.670269 -0.874360 3.994053 -1.795842 0.396819 0.239769 2.077999 -1.908288 0.6606 0.6892 0.3903 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.729663 -1.446040 3.772569 -1.659490 1.671257 -1.146320 3.920611 -2.028120 0.6938 0.7233 0.3630 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.779580 -1.030630 2.727324 -0.801284 0.042624 -0.029340 0.769818 -0.952044 0.6421 0.6838 0.4154 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.686791 -1.043443 2.679750 -1.318560 -0.281006 -0.476102 1.904280 -0.523202 0.6412 0.6842 0.4326 nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.327486 -1.150062 3.134101 -0.952514 -0.861471 0.212381 1.360460 -1.037934 0.6323 0.6753 0.4062 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.357966 -1.055425 3.092225 -0.834423 0.274109 -0.474899 1.561069 -0.754656 0.6570 0.6912 0.4047 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.042219 -0.595713 3.493801 -1.286090 1.034927 2.759721 1.662985 -0.625301 0.6884 0.7219 0.4726 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.355596 -0.950932 3.199165 -1.246488 1.012265 -0.449497 3.251945 -0.385011 0.6487 0.6900 0.4139 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.099376 -1.030670 3.951317 -1.011946 -0.570730 -0.501376 2.212044 -0.931048 0.6950 0.7177 0.3783 nan nan
2459914 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.122833 -1.023242 3.641877 -1.019358 18.708674 -0.809109 15.721110 -1.971099 0.7136 0.7377 0.3323 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.705706 -1.026658 3.495258 -1.005264 0.143483 -0.990311 2.242264 -0.898498 0.6736 0.6894 0.4140 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.866422 -1.057098 2.989665 -1.324508 0.607262 0.931904 1.135037 -0.772053 0.6467 0.6876 0.4166 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.807173 -1.099872 3.192324 -1.203218 -0.939971 -0.878001 0.612251 -1.009167 0.6453 0.6841 0.4199 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.316935 -1.072326 3.120271 -1.273497 0.254117 -1.054955 1.010219 -0.552955 0.6477 0.6858 0.4187 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.537802 -1.063519 3.027938 -1.509133 0.094548 -0.768969 1.233500 -0.697298 0.6459 0.6841 0.4192 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.608218 -1.182138 2.871686 -1.453961 0.583724 -0.357155 1.791721 -0.227327 0.6538 0.6942 0.4163 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.006259 -1.181016 3.022963 -1.553404 0.363223 -0.177836 2.020460 -0.320562 0.6497 0.6887 0.4145 nan nan
2459906 digital_ok 0.00% 26.11% 26.11% 0.00% - - -1.192406 -1.238488 3.250189 -1.089327 0.118154 -1.093346 1.930311 -0.429927 0.5049 0.5293 0.3294 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.908152 -0.960152 3.298037 -1.059190 -0.001070 0.911611 1.390396 -0.755480 0.6294 0.6766 0.4236 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.957515 -1.052394 3.552975 -1.047595 0.216040 -0.857595 1.796264 -1.068831 0.6341 0.6762 0.4172 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.297766 -1.231303 3.389253 -1.383311 0.161203 0.851256 1.503556 -0.993241 0.6473 0.6822 0.4139 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.501000 -0.955448 3.508056 -1.079168 3.271758 0.433458 1.913479 -0.814894 0.6440 0.6841 0.4049 nan nan
2459901 digital_ok 0.00% 69.33% 69.33% 0.00% - - -1.097376 -1.040735 3.242977 -1.626246 0.270736 0.153305 0.760468 -0.664225 0.2140 0.2247 0.1256 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.491130 -1.140753 3.376458 -1.533218 1.059634 -0.779314 0.582718 -0.970341 0.5966 0.6315 0.3477 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.447868 -1.148354 3.155668 -1.742965 -0.438775 0.882317 1.392238 -0.811527 0.6533 0.6834 0.4120 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.485410 -1.040293 3.096193 -1.618044 0.507497 0.802651 0.980649 -0.624121 0.6538 0.6833 0.4118 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.065354 -0.951867 3.159496 -1.661721 -0.679448 1.553856 0.494445 -0.573502 0.6556 0.6894 0.4116 nan nan
2459895 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.914452 -1.020205 4.296041 -1.369191 3.027405 0.310458 5.725918 -2.766987 0.7558 0.7574 0.2766 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.821260 -1.073847 2.903996 -1.553679 -0.155044 0.263861 0.687296 -1.061798 0.6712 0.6935 0.3916 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.364230 -0.897884 -0.590376 -0.981696 2.649608 -0.644439 4.580790 -0.921093 0.6837 0.6950 0.3886 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.405349 -0.975125 -0.615241 -1.021879 -0.042409 -0.832302 4.463712 -0.720163 0.6780 0.6966 0.3883 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.411507 -0.992636 -0.672067 -0.809298 1.435916 -1.033352 2.002416 -0.958103 0.6721 0.6877 0.3935 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.446392 -0.871156 -0.494436 -0.778377 -0.367198 -0.620332 4.908099 1.028554 0.6748 0.6852 0.3926 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.895238 -1.199351 -0.758199 -0.864427 0.780658 -1.515117 0.700521 -1.689490 0.6828 0.6890 0.3875 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.811240 -0.965268 -0.517097 -0.678205 1.546936 -1.250016 2.583223 -1.137729 0.6946 0.7033 0.3850 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.444217 -1.028163 -0.468265 -1.431430 1.871316 -0.964262 2.956012 -0.717398 0.6828 0.6888 0.3930 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.761553 -1.545857 -0.567286 -0.630304 -0.258672 -1.856509 0.233206 -1.344684 0.7550 0.7448 0.3496 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.093327 4.313802 0.148689 19.087543 -0.605422 3.028438 1.407777 2.911666 0.7263 0.7066 0.3613 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.403057 1.670931 -0.588220 -0.490185 1.257600 -2.046719 3.064976 -1.290120 0.6819 0.6691 0.3919 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.108423 3.804792 0.208141 16.986407 0.062342 1.695766 10.985401 -1.271793 0.6834 0.6788 0.3792 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.617476 6.367039 -0.150574 18.671946 0.591772 1.036476 8.125555 -0.371167 0.6886 0.6791 0.3784 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.379538 3.328125 0.236846 21.781269 0.891538 1.402422 2.631780 -0.247959 0.7255 0.7221 0.3267 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.640610 4.346902 -0.005445 17.426412 -0.123916 1.449083 8.412850 0.681990 0.6819 0.6745 0.3928 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.689185 1.637562 -0.367367 -2.707022 -0.424440 -1.607601 1.788953 -1.258078 0.6674 0.6702 0.4067 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.120273 4.359513 0.386561 21.713678 1.047302 2.591836 10.857482 -0.675254 0.6734 0.6786 0.4012 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.434814 4.191120 -0.025399 14.591350 2.566144 5.075541 3.126341 -1.433972 0.7007 0.6785 0.3867 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.418756 3.697056 0.375286 20.283485 1.068049 2.650049 2.189775 -0.011562 0.7070 0.6936 0.3962 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.945018 6.234303 -0.077325 10.102020 0.951376 3.276558 7.110810 -1.251692 0.6975 0.6734 0.3817 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.477532 4.394550 0.011565 13.419051 -0.216525 1.050509 4.458740 -1.025807 0.7012 0.6703 0.3817 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.376906 3.931998 0.734843 18.126876 1.839133 3.563383 6.883542 -1.341797 0.7002 0.6780 0.3888 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.287855 2.972690 0.615642 19.192461 -0.358450 2.398440 0.651307 -0.929239 0.7075 0.6729 0.3853 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.299848 6.216457 0.370438 14.070063 0.806792 2.692770 4.209413 0.425114 0.7075 0.6756 0.3856 nan nan
2459869 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.895722 5.437480 0.165625 21.979635 0.202769 1.546127 2.853143 -1.382958 0.6970 0.6707 0.3986 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.655150 3.819619 0.327013 17.161173 -0.105650 2.084812 0.742281 -1.633795 0.7074 0.6745 0.3984 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.613360 4.750852 0.428489 15.828856 0.748245 1.825281 2.202857 -0.474273 0.7092 0.6765 0.3898 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.768039 5.121387 12.264599 47.794108 0.554835 13.462175 3.423049 7.907615 0.7340 0.6839 0.3791 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.558968 6.682761 7.139856 22.306586 0.084243 7.871348 4.863598 -3.894199 0.7102 0.6598 0.4172 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.000874 3.120908 -1.314375 3.299884 0.299367 2.094893 2.738371 -3.418941 0.7067 0.6526 0.4084 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.080674 4.551714 9.314995 26.750866 -0.152318 11.303674 0.006047 -2.609671 0.6971 0.6872 0.4209 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.429595 2.054862 -2.282396 1.845265 -0.446836 -0.115802 0.686631 -3.806330 0.7216 0.6695 0.4159 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.187114 3.494468 7.244430 20.489885 2.395399 13.542326 0.228913 -2.962337 0.7261 0.6619 0.4211 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.498542 1.782369 -2.208240 1.931832 1.132539 0.026008 0.249489 -2.604780 0.7295 0.6660 0.4155 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.566152 1.893639 -2.809494 1.696538 0.458402 -0.368847 1.364018 -3.793023 0.7410 0.6732 0.4289 1.569792 1.491519
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 13.632865 26.900382 0.634659 0.607367 12.575097 19.225735 4.830627 -0.512803 0.0269 0.0289 0.0013 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.739306 4.663896 6.801430 18.843386 0.626062 7.971784 1.212001 -3.219102 0.7330 0.6855 0.4143 3.405540 2.891658
2459855 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 75.319441 75.780895 inf inf 4363.556047 4363.235386 4164.958120 4163.302762 0.0096 0.0109 0.0008 0.000000 0.000000
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -2.007433 5.799391 0.524689 -0.454259 1.134607 0.231636 1.435499 0.039840 0.7289 0.7317 0.4416 3.566591 2.743997
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.597817 3.335644 0.753678 -0.317087 0.943767 0.595614 1.459309 -0.299049 0.7446 0.6744 0.4295 1.571829 1.531436
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 0.00% -0.257379 1.044368 0.440236 0.121042 -0.103059 -0.196095 1.650879 0.833385 0.8342 0.8257 0.2476 2.668535 2.485835
2459851 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% -1.629213 3.704205 0.671900 -0.329340 0.945082 0.909268 0.388496 -0.289748 0.7457 0.7393 0.3612 1.407381 1.401961
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.496284 4.550058 1.659321 -0.103439 0.369787 0.135254 2.362864 0.148265 0.7413 0.7304 0.3671 4.952056 3.986199
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.787627 4.740143 -0.395807 -0.710027 2.373102 0.906611 1.555907 -0.136817 0.7242 0.7346 0.3823 3.573342 3.121769
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% -1.501747 3.780843 -0.521832 -0.682229 0.435266 -0.496160 2.037724 -0.220830 0.7296 0.6696 0.4380 1.687645 1.564682
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% -1.881871 1.480476 -0.324999 -0.767178 1.489484 -0.169550 0.691584 -0.554768 0.8434 0.6739 0.4953 1.513699 1.346942
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.950831 5.471250 0.350807 -0.262045 1.734198 1.537544 2.278817 0.040390 0.7516 0.7467 0.3696 3.844662 3.028596
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 12.892425 1.177848 15.810596 0.564083 9.801767 -0.216844 8.707358 -0.197230 0.0257 0.0250 0.0009 nan nan
2459843 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459839 digital_ok 100.00% - - - - - 16.443839 15.734785 88.186686 103.144111 nan nan -29.231224 -30.920487 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -2.058926 3.887392 -0.430396 0.206422 1.020654 -0.769733 -0.243596 -0.839999 0.0617 0.0593 0.0071 1.297077 1.298000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0406 0.0457 0.0041 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.135688 -0.694580 3.303743 -1.066323 0.855901 -0.581896 0.723216 -1.169955 0.0360 0.0505 0.0017 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.284668 -0.522185 4.346611 -1.119529 2.025451 -0.798647 3.969693 -0.441269 0.0315 0.0347 0.0031 nan nan
2459832 digital_ok 0.00% 0.00% 29.57% 0.00% 28.95% 0.00% -2.747258 2.018756 -0.560047 -0.230169 -0.963316 0.515650 0.181978 -0.937257 0.7571 0.4234 0.5800 1.820889 1.563791
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.678374 1.308374 26.190240 1.455334 11.943685 11.025577 43.020648 32.923654 0.0317 0.0440 0.0042 nan nan
2459830 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -2.546923 1.818932 -0.630042 -0.085285 -0.966145 0.339708 0.684704 -0.062052 0.0670 0.0542 0.0055 1.187102 1.185957
2459829 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -3.133968 5.407693 0.081746 -0.197301 0.541674 0.071833 2.311848 0.662210 0.0645 0.0598 0.0053 38.472454 20.084753
2459828 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.409534 1.400766 -0.200329 -0.720344 0.788679 0.409943 0.250721 -0.641273 0.0703 0.0575 0.0051 1.140409 1.130011
2459827 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.981285 3.548561 0.042977 0.762442 -0.285154 -0.088618 1.519032 -0.723237 0.0625 0.0556 0.0047 1.239157 1.241735
2459826 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.728658 1.071918 -0.489308 0.428095 0.642158 1.750266 -0.001553 -0.915144 0.0572 0.0492 0.0039 1.128391 1.116439
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.055684 1.051499 -0.086627 -0.580985 9.090471 9.574422 4.363496 3.769318 0.0619 0.0494 0.0040 1.308802 1.301912
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.527682 4.838057 -0.089554 0.174981 5.839747 5.793864 9.158945 7.762931 0.0691 0.0642 0.0065 0.931541 0.932108
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.457072 0.801631 -0.459845 -0.317510 0.163359 1.046486 -0.148766 -0.594253 0.0675 0.0589 0.0072 1.115213 1.112574
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.519455 0.646254 -0.283350 -0.328655 -0.160043 0.793015 -0.558865 -0.929940 0.0607 0.0563 0.0055 1.250537 1.248835
2459821 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.751436 1.135390 0.164833 -0.180351 -0.063134 1.463286 -0.024719 -0.502771 0.0683 0.0572 0.0048 1.257354 1.258360
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -2.242069 2.604096 0.022883 -0.252402 -0.406665 0.828926 0.511581 -0.687827 0.7626 0.6525 0.4401 1.736635 1.590220
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 13.16% -1.095444 0.189631 0.191606 -0.845374 0.208579 1.472838 1.186681 1.057689 0.8017 0.6310 0.5114 2.318766 1.989925
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.821970 0.588807 -0.416513 -0.228537 -0.574263 1.734832 0.636751 -0.182513 0.8464 0.5730 0.6106 1.887190 1.633758
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.727968 0.658773 -0.251001 -0.668408 -0.413518 1.355635 2.112524 1.336944 0.7914 0.6357 0.5213 1.992171 1.900335
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 20: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 2.994175 -1.112452 -1.431787 -0.876167 2.994175 -0.450504 0.513858 -0.911551 0.776141

Antenna 20: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.240656 -0.594908 -1.149699 3.240656 -0.518869 0.335993 -1.024216 0.912294 -0.721109

Antenna 20: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.459879 -0.857824 -1.040063 -0.483824 3.459879 -1.321815 0.173575 -1.187624 0.457175

Antenna 20: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.102255 -1.197199 -1.153297 -0.628915 3.102255 1.708255 0.811442 -0.765604 2.313887

Antenna 20: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.811966 -1.424512 -0.862913 3.811966 -0.630729 -0.949360 -0.835833 1.657958 -1.010027

Antenna 20: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.186612 -0.941369 -1.378650 -0.670308 3.186612 -0.213075 -0.710495 0.130778 1.317460

Antenna 20: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 2.543312 -0.569970 0.859231 -1.467057 1.852216 -0.977573 1.924924 -1.189391 2.543312

Antenna 20: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.395137 -1.312909 -0.960449 -1.420583 3.395137 -0.376681 3.200063 -0.900752 1.440048

Antenna 20: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 3.376355 -1.413588 -0.044582 -1.953751 3.175717 -1.282780 2.220437 -1.411508 3.376355

Antenna 20: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.820897 -0.000934 -0.735894 3.820897 -1.753369 3.336328 -1.080353 3.380548 -1.670689

Antenna 20: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.994053 -1.670269 -0.874360 3.994053 -1.795842 0.396819 0.239769 2.077999 -1.908288

Antenna 20: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 3.920611 -1.446040 -0.729663 -1.659490 3.772569 -1.146320 1.671257 -2.028120 3.920611

Antenna 20: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 2.727324 -1.030630 -0.779580 -0.801284 2.727324 -0.029340 0.042624 -0.952044 0.769818

Antenna 20: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 2.679750 -1.043443 -0.686791 -1.318560 2.679750 -0.476102 -0.281006 -0.523202 1.904280

Antenna 20: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.134101 0.327486 -1.150062 3.134101 -0.952514 -0.861471 0.212381 1.360460 -1.037934

Antenna 20: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.092225 -1.055425 -0.357966 -0.834423 3.092225 -0.474899 0.274109 -0.754656 1.561069

Antenna 20: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.493801 -0.595713 -1.042219 -1.286090 3.493801 2.759721 1.034927 -0.625301 1.662985

Antenna 20: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 3.251945 1.355596 -0.950932 3.199165 -1.246488 1.012265 -0.449497 3.251945 -0.385011

Antenna 20: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.951317 -1.099376 -1.030670 3.951317 -1.011946 -0.570730 -0.501376 2.212044 -0.931048

Antenna 20: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Variability 18.708674 -1.122833 -1.023242 3.641877 -1.019358 18.708674 -0.809109 15.721110 -1.971099

Antenna 20: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.495258 -1.026658 -0.705706 -1.005264 3.495258 -0.990311 0.143483 -0.898498 2.242264

Antenna 20: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 2.989665 -1.057098 -0.866422 -1.324508 2.989665 0.931904 0.607262 -0.772053 1.135037

Antenna 20: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.192324 -1.099872 -0.807173 -1.203218 3.192324 -0.878001 -0.939971 -1.009167 0.612251

Antenna 20: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.120271 -1.072326 -0.316935 -1.273497 3.120271 -1.054955 0.254117 -0.552955 1.010219

Antenna 20: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.027938 -1.063519 -0.537802 -1.509133 3.027938 -0.768969 0.094548 -0.697298 1.233500

Antenna 20: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 2.871686 -0.608218 -1.182138 2.871686 -1.453961 0.583724 -0.357155 1.791721 -0.227327

Antenna 20: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.022963 -1.181016 0.006259 -1.553404 3.022963 -0.177836 0.363223 -0.320562 2.020460

Antenna 20: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.250189 -1.238488 -1.192406 -1.089327 3.250189 -1.093346 0.118154 -0.429927 1.930311

Antenna 20: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.298037 -0.960152 -0.908152 -1.059190 3.298037 0.911611 -0.001070 -0.755480 1.390396

Antenna 20: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.552975 -1.052394 -0.957515 -1.047595 3.552975 -0.857595 0.216040 -1.068831 1.796264

Antenna 20: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.389253 -1.231303 -1.297766 -1.383311 3.389253 0.851256 0.161203 -0.993241 1.503556

Antenna 20: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Shape 5.501000 5.501000 -0.955448 3.508056 -1.079168 3.271758 0.433458 1.913479 -0.814894

Antenna 20: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.242977 -1.097376 -1.040735 3.242977 -1.626246 0.270736 0.153305 0.760468 -0.664225

Antenna 20: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.376458 -1.491130 -1.140753 3.376458 -1.533218 1.059634 -0.779314 0.582718 -0.970341

Antenna 20: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.155668 -1.148354 -1.447868 -1.742965 3.155668 0.882317 -0.438775 -0.811527 1.392238

Antenna 20: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.096193 -1.040293 -1.485410 -1.618044 3.096193 0.802651 0.507497 -0.624121 0.980649

Antenna 20: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.159496 -0.951867 -1.065354 -1.661721 3.159496 1.553856 -0.679448 -0.573502 0.494445

Antenna 20: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 5.725918 -0.914452 -1.020205 4.296041 -1.369191 3.027405 0.310458 5.725918 -2.766987

Antenna 20: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 2.903996 -1.073847 -1.821260 -1.553679 2.903996 0.263861 -0.155044 -1.061798 0.687296

Antenna 20: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 4.580790 -1.364230 -0.897884 -0.590376 -0.981696 2.649608 -0.644439 4.580790 -0.921093

Antenna 20: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 4.463712 -0.975125 -1.405349 -1.021879 -0.615241 -0.832302 -0.042409 -0.720163 4.463712

Antenna 20: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 2.002416 -1.411507 -0.992636 -0.672067 -0.809298 1.435916 -1.033352 2.002416 -0.958103

Antenna 20: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 4.908099 -0.871156 -1.446392 -0.778377 -0.494436 -0.620332 -0.367198 1.028554 4.908099

Antenna 20: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Variability 0.780658 -0.895238 -1.199351 -0.758199 -0.864427 0.780658 -1.515117 0.700521 -1.689490

Antenna 20: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 2.583223 -0.965268 -0.811240 -0.678205 -0.517097 -1.250016 1.546936 -1.137729 2.583223

Antenna 20: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 2.956012 -1.028163 -1.444217 -1.431430 -0.468265 -0.964262 1.871316 -0.717398 2.956012

Antenna 20: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 0.233206 -1.761553 -1.545857 -0.567286 -0.630304 -0.258672 -1.856509 0.233206 -1.344684

Antenna 20: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 19.087543 4.313802 -1.093327 19.087543 0.148689 3.028438 -0.605422 2.911666 1.407777

Antenna 20: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 3.064976 1.670931 -1.403057 -0.490185 -0.588220 -2.046719 1.257600 -1.290120 3.064976

Antenna 20: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 16.986407 3.804792 0.108423 16.986407 0.208141 1.695766 0.062342 -1.271793 10.985401

Antenna 20: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 18.671946 6.367039 -1.617476 18.671946 -0.150574 1.036476 0.591772 -0.371167 8.125555

Antenna 20: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 21.781269 3.328125 -0.379538 21.781269 0.236846 1.402422 0.891538 -0.247959 2.631780

Antenna 20: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 17.426412 4.346902 -0.640610 17.426412 -0.005445 1.449083 -0.123916 0.681990 8.412850

Antenna 20: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 1.788953 1.637562 -0.689185 -2.707022 -0.367367 -1.607601 -0.424440 -1.258078 1.788953

Antenna 20: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 21.713678 4.359513 0.120273 21.713678 0.386561 2.591836 1.047302 -0.675254 10.857482

Antenna 20: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 14.591350 -0.434814 4.191120 -0.025399 14.591350 2.566144 5.075541 3.126341 -1.433972

Antenna 20: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 20.283485 -1.418756 3.697056 0.375286 20.283485 1.068049 2.650049 2.189775 -0.011562

Antenna 20: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 10.102020 -1.945018 6.234303 -0.077325 10.102020 0.951376 3.276558 7.110810 -1.251692

Antenna 20: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 13.419051 -1.477532 4.394550 0.011565 13.419051 -0.216525 1.050509 4.458740 -1.025807

Antenna 20: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 18.126876 3.931998 -1.376906 18.126876 0.734843 3.563383 1.839133 -1.341797 6.883542

Antenna 20: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 19.192461 2.972690 -1.287855 19.192461 0.615642 2.398440 -0.358450 -0.929239 0.651307

Antenna 20: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 14.070063 -0.299848 6.216457 0.370438 14.070063 0.806792 2.692770 4.209413 0.425114

Antenna 20: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 21.979635 -0.895722 5.437480 0.165625 21.979635 0.202769 1.546127 2.853143 -1.382958

Antenna 20: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 17.161173 -0.655150 3.819619 0.327013 17.161173 -0.105650 2.084812 0.742281 -1.633795

Antenna 20: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 15.828856 4.750852 -0.613360 15.828856 0.428489 1.825281 0.748245 -0.474273 2.202857

Antenna 20: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 47.794108 0.768039 5.121387 12.264599 47.794108 0.554835 13.462175 3.423049 7.907615

Antenna 20: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 22.306586 6.682761 0.558968 22.306586 7.139856 7.871348 0.084243 -3.894199 4.863598

Antenna 20: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 3.299884 0.000874 3.120908 -1.314375 3.299884 0.299367 2.094893 2.738371 -3.418941

Antenna 20: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 26.750866 0.080674 4.551714 9.314995 26.750866 -0.152318 11.303674 0.006047 -2.609671

Antenna 20: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 2.054862 2.054862 -0.429595 1.845265 -2.282396 -0.115802 -0.446836 -3.806330 0.686631

Antenna 20: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 20.489885 -0.187114 3.494468 7.244430 20.489885 2.395399 13.542326 0.228913 -2.962337

Antenna 20: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 1.931832 -0.498542 1.782369 -2.208240 1.931832 1.132539 0.026008 0.249489 -2.604780

Antenna 20: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 1.893639 1.893639 -0.566152 1.696538 -2.809494 -0.368847 0.458402 -3.793023 1.364018

Antenna 20: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 26.900382 26.900382 13.632865 0.607367 0.634659 19.225735 12.575097 -0.512803 4.830627

Antenna 20: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 18.843386 0.739306 4.663896 6.801430 18.843386 0.626062 7.971784 1.212001 -3.219102

Antenna 20: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power inf 75.780895 75.319441 inf inf 4363.235386 4363.556047 4163.302762 4164.958120

Antenna 20: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 5.799391 5.799391 -2.007433 -0.454259 0.524689 0.231636 1.134607 0.039840 1.435499

Antenna 20: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 3.335644 3.335644 -1.597817 -0.317087 0.753678 0.595614 0.943767 -0.299049 1.459309

Antenna 20: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 1.650879 -0.257379 1.044368 0.440236 0.121042 -0.103059 -0.196095 1.650879 0.833385

Antenna 20: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 3.704205 -1.629213 3.704205 0.671900 -0.329340 0.945082 0.909268 0.388496 -0.289748

Antenna 20: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 4.550058 -1.496284 4.550058 1.659321 -0.103439 0.369787 0.135254 2.362864 0.148265

Antenna 20: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 4.740143 4.740143 -0.787627 -0.710027 -0.395807 0.906611 2.373102 -0.136817 1.555907

Antenna 20: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 3.780843 3.780843 -1.501747 -0.682229 -0.521832 -0.496160 0.435266 -0.220830 2.037724

Antenna 20: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Variability 1.489484 -1.881871 1.480476 -0.324999 -0.767178 1.489484 -0.169550 0.691584 -0.554768

Antenna 20: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 5.471250 5.471250 -0.950831 -0.262045 0.350807 1.537544 1.734198 0.040390 2.278817

Antenna 20: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 15.810596 12.892425 1.177848 15.810596 0.564083 9.801767 -0.216844 8.707358 -0.197230

Antenna 20: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 20: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Power 103.144111 15.734785 16.443839 103.144111 88.186686 nan nan -30.920487 -29.231224

Antenna 20: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 3.887392 3.887392 -2.058926 0.206422 -0.430396 -0.769733 1.020654 -0.839999 -0.243596

Antenna 20: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 3.303743 -0.694580 0.135688 -1.066323 3.303743 -0.581896 0.855901 -1.169955 0.723216

Antenna 20: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Power 4.346611 -0.522185 3.284668 -1.119529 4.346611 -0.798647 2.025451 -0.441269 3.969693

Antenna 20: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 2.018756 -2.747258 2.018756 -0.560047 -0.230169 -0.963316 0.515650 0.181978 -0.937257

Antenna 20: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok ee Temporal Discontinuties 43.020648 0.678374 1.308374 26.190240 1.455334 11.943685 11.025577 43.020648 32.923654

Antenna 20: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 1.818932 -2.546923 1.818932 -0.630042 -0.085285 -0.966145 0.339708 0.684704 -0.062052

Antenna 20: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 5.407693 5.407693 -3.133968 -0.197301 0.081746 0.071833 0.541674 0.662210 2.311848

Antenna 20: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
20 N02 digital_ok nn Shape 1.400766 1.400766 -1.409534 -0.720344 -0.200329 0.409943 0.788679 -0.641273 0.250721
In [ ]: